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将脑机接口系统整合到职业治疗中以增强中风患者的独立性:一项观察性研究。

Integrating Brain-Computer Interface Systems into Occupational Therapy for Enhanced Independence of Stroke Patients: An Observational Study.

作者信息

Endzelytė Erika, Petruševičienė Daiva, Kubilius Raimondas, Mingaila Sigitas, Rapolienė Jolita, Rimdeikienė Inesa

机构信息

Department of Rehabilitation, Faculty of Nursing, Medical Academy, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania.

出版信息

Medicina (Kaunas). 2025 May 21;61(5):932. doi: 10.3390/medicina61050932.

Abstract

: Brain-computer interface (BCI) technology is revolutionizing stroke rehabilitation by offering innovative neuroengineering solutions to address neurological deficits. By bypassing peripheral nerves and muscles, BCIs enable individuals with severe motor impairments to communicate their intentions directly through control signals derived from brain activity, opening new pathways for recovery and improving the quality of life. The aim of this study was to explore the beneficial effects of BCI system-based interventions on upper limb motor function and performance of activities of daily living (ADL) in stroke patients. We hypothesized that integrating BCI into occupational therapy would result in measurable improvements in hand strength, dexterity, independence in daily activities, and cognitive function compared to baseline. : An observational study was conducted on 56 patients with subacute stroke. All patients received standard medical care and rehabilitation for 54 days, as part of the comprehensive treatment protocol. Patients underwent BCI training 2-3 times a week instead of some occupational therapy sessions, with each patient completing 15 sessions of BCI-based recoveriX treatment during rehabilitation. The occupational therapy program included bilateral exercises, grip-strengthening activities, fine motor/coordination tasks, tactile discrimination exercises, proprioceptive training, and mirror therapy to enhance motor recovery through visual feedback. Participants received ADL-related training aimed at improving their functional independence in everyday activities. Routine occupational therapy was provided five times a week for 50 min per session. Upper extremity function was evaluated using the Box and Block Test (BBT), Nine-Hole Peg Test (9HPT), and dynamometry to assess gross manual dexterity, fine motor skills, and grip strength. Independence in daily living was assessed using the Functional Independence Measure (FIM). : Statistically significant improvements were observed across all the outcome measures ( < 0.001). The strength of the stroke-affected hand improved from 5.0 kg to 6.7 kg, and that of the unaffected hand improved from 29.7 kg to 40.0 kg. Functional independence increased notably, with the FIM scores rising from 43.0 to 83.5. Cognitive function also improved, with MMSE scores increasing from 22.0 to 26.0. The effect sizes ranged from moderate to large, indicating clinically meaningful benefits. : This study suggests that BCI-based occupational therapy interventions effectively improve upper extremity motor function and daily functions and have a positive impact on the cognition of patients with subacute stroke.

摘要

脑机接口(BCI)技术正在彻底改变中风康复方式,通过提供创新的神经工程解决方案来解决神经功能缺损问题。通过绕过外周神经和肌肉,脑机接口使严重运动障碍患者能够通过源自大脑活动的控制信号直接传达其意图,为康复开辟了新途径并改善了生活质量。本研究的目的是探讨基于脑机接口系统的干预措施对中风患者上肢运动功能和日常生活活动(ADL)表现的有益影响。我们假设,与基线相比,将脑机接口整合到职业治疗中会导致手部力量、灵活性、日常活动独立性和认知功能得到可测量的改善。

对56例亚急性中风患者进行了一项观察性研究。作为综合治疗方案的一部分,所有患者均接受了54天的标准医疗护理和康复治疗。患者每周接受2 - 3次脑机接口训练,取代了部分职业治疗课程,每位患者在康复期间完成了15次基于脑机接口的RecoveriX治疗。职业治疗方案包括双侧运动、握力增强活动、精细运动/协调任务、触觉辨别练习、本体感觉训练和镜像疗法,以通过视觉反馈增强运动恢复。参与者接受了旨在提高其日常活动功能独立性的ADL相关训练。每周提供5次常规职业治疗,每次50分钟。使用箱块测试(BBT)、九孔插板测试(9HPT)和握力测试评估上肢功能,以评估总体手部灵活性、精细运动技能和握力。使用功能独立性测量(FIM)评估日常生活中的独立性。

在所有结果指标上均观察到具有统计学意义的改善(<0.001)。中风患侧手的力量从5.0千克提高到6.7千克,未受影响手的力量从29.7千克提高到40.0千克。功能独立性显著提高,FIM评分从43.0提高到83.5。认知功能也有所改善,MMSE评分从22.0提高到26.0。效应大小从中度到较大,表明具有临床意义的益处。

本研究表明,基于脑机接口的职业治疗干预措施可有效改善亚急性中风患者的上肢运动功能和日常功能,并对其认知产生积极影响。

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